Bump version: 2.2.1 → 2.3.0

AstraZeneca · Dec 17, 2024 · 573f9e4 · 573f9e4
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diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -7,6 +7,20 @@ and this project adheres to [Semantic Versioning](http://semver.org/).
 
 <!-- towncrier release notes start -->
 
+## 2.3.0 - 2024-12-17
+
+### Features
+
+- Release new multilabel biomedBERT model trained on LLM (Gemini) synthetically generated NER data. The model was trained on over 7000 LLM annoted documents with a total of 295822 samples.
+  The model was trained for 21 epochs and achieved an F1 score of 95.6% on a held out test set. (multilabel_bert)
+- added multilabel NER training example and config.
+- added scaling kazu with Ray docs and example.
+
+### Bugfixes
+
+- Fix issue with TransformersModelForTokenClassificationNerStep when processing large amounts of documents. The fix offloads tensors onto cpu before performin the torch.cat operation which lead to a zero tensor before. (pytorch_memory_issue)
+
+
 ## 2.2.1 - 2024-10-21
 
 ### Features

diff --git a/docs/_changelog.d/+scaling.feature.rst b/docs/_changelog.d/+scaling.feature.rst
diff --git a/docs/_changelog.d/+training.feature.rst b/docs/_changelog.d/+training.feature.rst
diff --git a/docs/_changelog.d/multilabel_bert.feature.rst b/docs/_changelog.d/multilabel_bert.feature.rst
diff --git a/docs/_changelog.d/pytorch_memory_issue.bugfix.rst b/docs/_changelog.d/pytorch_memory_issue.bugfix.rst
diff --git a/kazu/__init__.py b/kazu/__init__.py
@@ -1 +1 @@
-__version__ = "2.2.1"
+__version__ = "2.3.0"